Eviews offers academic researchers, corporations, government agencies, and students access to powerful statistical, forecasting, and modeling tools through an innovative, easytouse objectoriented interface. Although not every statistical procedure is discribed, this tutorial should provide enough understanding to get you started. Timevarying beta of scandinavian industries lund university. Results show that there exist bidirectional volatility spillovers between both types of companies.
Estimating asset pricing models by gmm using eviews benedikt heid department of statistics, econometrics, and empirical economics professor joachim grammig university of t. Pdf we tested empirically through econometric methods the classic capm. We will talk more about those deviations, or anomalies, later in the course. The conditional capm does not explain assetpricing anomalies. Bekk and ols regression were run using econometrics software eviews.
This manual explains how to create equation systems with the eviews software and to use it for implementing the econometric models discussed in. An introduction to performing statistical analysis in eviews. Most empirical studies of the static capm assume that betas remain constant over time and that the return on the valueweighted portfolio of all stocks is a proxy. In particular the mean equation deviates from a normal multivariate garchm process as it includes conditional covariances. An assets beta in the conditional capm can be expressed as the ratio of the. Additionally, we apply roiling regressions, where the full programming routines in eviews and matlab are described. Conditional beta estimation and forecasting with panel. If the conditional capm holds, we show that a stocks unconditional alpha depends primarily on the covariance between its beta and the market. Attach your eviews output a if you assume the capm is.
This clip demonstrates some basic eviews techniques used to estimate vector autoregressive models. We assume that the capm holds in a conditional sense, i. The capm capital asset pricing model explains that an assets expected return should be comprised of a riskfree rate and a return associated with a market premium. The capm can be written in terms of cross sectional returns. Does anybody know how to adjust the estimating procedure in that program.
The market premium represents the risk associated with movements in the overall market something that can not be diversified away, as it effects all assets in the universe. Standard approaches to the estimation and testing of conditional capm models with timevarying or random beta have ignored the potential panel nature of nancial data. Application of capital asset pricing capm and arbitrage pricing theory. Conditional variance and conditional correlations show variability and dynamics of. Estimating asset pricing models by gmm using eviews. Setting up if conditions in panel data post by eviews glenn tue jan 20, 2009 9. We complement the conditional capital asset pricing model capm by introducing unobservable longrun changes in risk factor loadings. Hec school of management, march 17, 2005 background. The capm is not a perfect model of expected returns. An introduction to the conditional capm time varying. The gmm estimation of the sure system is performed with the eviews statistical package.
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